104 citations · 125 across the 15 of their papers we have counts for
3 papers · 1 filter
Input Novelty as a Control Metric for Time Varying Linear Systems
Gautam Kumar, Delsin Menolascino, ShiNung Ching
This paper introduces a framework for quantitative characterization of the controllability of time-varying linear systems (or networks) in terms of input novelty. The motivation fo…
Controlling Linear Networks with Minimally Novel Inputs
Gautam Kumar, Delsin Menolascino, MohammadMehdi Kafashan +1
In this paper, we propose a novelty-based metric for quantitative characterization of the controllability of complex networks. This inherently bounded metric describes the average…
Analysis of Recurrent Linear Networks for Enabling Compressed Sensing of Time-Varying Signals
MohammadMehdi Kafashan, Anirban Nandi, ShiNung Ching
Recent interest has developed around the problem of dynamic compressed sensing, or the recovery of time-varying, sparse signals from limited observations. In this paper, we study h…